Key Specifications
| Vendor | alibaba |
|---|
| Version | 1.5-32b |
|---|
| Release Date | 2024-02-25 |
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| Context Window | 32768 tokens |
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| Input Modalities | text |
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| Output Modalities | text |
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| License | Qwen License |
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| Documentation | https://qwenlm.github.io/ |
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Benchmark Performance
| Benchmark | Score | Unit | Evaluated At | Notes | Source |
|---|
| MMLU | 81.9 | % | 2024-02-25 | 5-shot | view |
| HUMANEVAL | 77.9 | pass@1 | 2024-02-25 | — | view |
| GSM8K | 81.1 | % | 2024-02-25 | 0-shot CoT | view |
| MATH | 46.3 | % | 2024-02-25 | 0-shot CoT | view |
| BBH | 73 | % | 2024-02-25 | 3-shot CoT | view |
| GPQA | 30.6 | % | 2024-02-25 | 0-shot | view |
| IFEVAL | 68.2 | % | 2024-02-25 | prompt_strict | view |
| ARC | 91.4 | % | 2024-02-25 | challenge | view |
| MUSR | 54.5 | % | 2024-02-25 | 0-shot | view |
| WINOGRANDE | 79.6 | % | 2024-02-25 | 0-shot | view |
Compliance
- Data Residency: CN
- SOC2: ✗
- HIPAA: ✗
- GDPR: ✗
- ISO 27001: ✗
Qwen1.5 32B
Descripción del modelo
阿里巴巴 Qwen1.5 32B 中端开源模型, 32K 上下文, 性能接近 72B, 适合中等规模部署。
Especificaciones principales
| Proveedor | Versión | Fecha de lanzamiento | Ventana de contexto | Modalidades de entrada | Modalidades de salida | Licencia |
|---|
| Alibaba | 1.5-32b | 2024-02-25 | 32K | text | text | Qwen License |
Rendimiento en benchmarks
| Benchmark | Puntuación | Unidad | Notas |
|---|
| MMLU (Massive Multitask Language Understanding) | 81.9 | % | 5-shot |
| HumanEval | 77.9 | pass@1 | — |
| GSM8K (Grade School Math 8K) | 81.1 | % | 0-shot CoT |
| MATH | 46.3 | % | 0-shot CoT |
| BBH (BIG-Bench Hard) | 73.0 | % | 3-shot CoT |
| GPQA | 30.6 | % | 0-shot |
| IFEval | 68.2 | % | prompt_strict |
| ARC | 91.4 | % | challenge |
| MUSR | 54.5 | % | 0-shot |
| WinoGrande | 79.6 | % | 0-shot |
Precios
| Entrada | Salida | Lectura caché | Escritura caché |
|---|
| — | — | — | — |
por millón de tokens
Fortalezas
- MMLU score 81.9, strong knowledge reasoning.
Debilidades
Casos de uso
Referencias